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  • 几篇深度图人体检测论文的实现

    之前毕业论文有用到几个人体检测的算法,参照论文进行了实现,有些是本来用在彩色图里的(ELDP,LDP),有些是用在深度图里的(HDD,ELDP,LTDP),分享在这里。

    HumanDetectionUsingDepth

    This is an implementation of a series human detection algorithms which use depth images.
    HDD:
    Wu S, Yu S, Chen W. An attempt to pedestrian detection in depth images[C]//Intelligent Visual Surveillance (IVS), 2011 Third Chinese Conference on. IEEE, 2011: 97-100.
    SLTP:
    Yu S, Wu S, Wang L. Sltp: A fast descriptor for people detection in depth images[C]//Advanced Video and Signal-Based Surveillance (AVSS), 2012 IEEE Ninth International Conference on. IEEE, 2012: 43-47.
    ELDP:
    Zhong F, Zhang J. Face recognition with enhanced local directional patterns[J]. Neurocomputing, 2013, 119: 375-384.
    LDP: Jabid T, Kabir M H, Chae O. Facial expression recognition using local directional pattern (LDP)[C]//2010 IEEE International Conference on Image Processing. IEEE, 2010: 1605-1608.
    LTDP:
    Shen Y, Hao Z, Wang P, et al. A novel human detection approach based on depth map via Kinect[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops. 2013: 535-541.

    What you need to do before use?
    Opencv3

     

    Link: https://github.com/HaoLiuHust/HumanDetectionUsingDepth

     

    还有一篇:

    HumanDetection

    Implementation for Paper:

    XIA, Lu; CHEN, Chia-Chih; AGGARWAL, Jake K. Human detection using depth information by kinect.

    In: CVPR 2011 WORKSHOPS. IEEE, 2011. p. 15-22.

    Denpendency: Opencv2.X

    Link: https://github.com/HaoLiuHust/HumanDetection

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  • 原文地址:https://www.cnblogs.com/haoliuhust/p/6112050.html
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